Dynamo export and improve benchmark script for SAM2 encoder #23887
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apsonawane
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onnxruntime/python/tools/transformers/models/sam2/benchmark_sam2.sh
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apsonawane
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onnxruntime/python/tools/transformers/models/sam2/benchmark_sam2.sh
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jiafatom
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onnxruntime/python/tools/transformers/models/sam2/image_encoder.py
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apsonawane
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apsonawane
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### Description * Add dynamo export for Sam2 image encoder * Verify fp32 onnx model with CPU EP (to avoid error message from TRT EP). * Update benchmark script: - output ORT profiling - output torch compiled code and unique kernel name for compiled kernel - add an option for nightly package installation - uninstall existing ort packages before installing The node metadata of dynamo exported model can help mapping node in onnx model back to pytorch modeling script. Currently, the graph optimization is not done on dynamo exported model, so it is experimental right now. ### Motivation and Context To support profiling of torch compiled CUDA kernel.
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Description
The node metadata of dynamo exported model can help mapping node in onnx model back to pytorch modeling script. Currently, the graph optimization is not done on dynamo exported model, so it is experimental right now.
Motivation and Context
To support profiling of torch compiled CUDA kernel.